24-Hour Blood Pressure Variability Via Ambulatory Monitoring and Risk for Probable Dementia in the SPRINT Trial

Background Blood pressure variability is an emerging risk factor for dementia, independent and oftentimes beyond mean blood pressure levels. Recent evidence from interventional cohorts with rigorously controlled mean blood pressure levels suggest blood pressure variability over months to years remains a risk for dementia, but no prior studies have investigated relationships with blood pressure variability over shorter time periods. Objectives To investigate the potential effect of ambulatory blood pressure variability on the rate of cognitive outcomes under intensive vs standard blood pressure lowering. Design Post hoc analysis of the randomized, controlled, open-label Systolic Blood Pressure Intervention Trial clinical trial. Setting Multisite Systolic Blood Pressure Intervention Trial. Participants 793 participants at increased risk for cardiovascular disease and without history of dementia at study randomization. Intervention Standard (<140 mmHg systolic blood pressure target) vs intensive (<120 mmHg systolic blood pressure target) lowering of mean blood pressure. Measurements 24-hour ambulatory blood pressure monitoring 27 months after treatment randomization (standard vs intensive) and follow-up cognitive testing. Intraindividual blood pressure variability was calculated as the average real variability over 24-hour, daytime, and nighttime periods. Participants were categorized into 3 adjudicated clinical outcomes: no cognitive impairment, mild cognitive impairment, probable dementia. Cox proportional hazards models examined the potential effect of ambulatory blood pressure variability on the rate of cognitive outcomes under intensive vs standard blood pressure lowering. Associations with mean blood pressure were also explored. Results Higher systolic 24-hour blood pressure variability was associated with increased risk for probable dementia in the standard group (adjusted hazard ratio [HR]: 2.56 [95% CI 1.16, 5.62], p = 0.019) but not in the intensive group (HR: 0.54 [95% CI 0.24, 1.23], p = 0.141). Similar findings were observed with daytime systolic blood pressure variability but not nighttime blood pressure variability. Mean blood pressure was not associated with cognitive outcomes. Conclusions Higher systolic 24-hour and daytime blood pressure variability via ambulatory monitoring is associated with risk for dementia under standard blood pressure treatment. Findings support prior evidence that blood pressure variability remains a risk for dementia despite strict control of mean blood pressure levels. Electronic Supplementary Material Supplementary material is available in the online version of this article at 10.14283/jpad.2024.35.


N
umerous observational studies suggest blood pressure (BP) variability (BPV), independent of mean BP, is an emerging risk factor for cognitive decline, dementia, and cerebrovascular disease (1)(2)(3)(4)(5)(6).Once considered "noise" in BP management and research (7,8) some studies now even indicate fluctuations in BP may have greater prognostic utility in predicting brain health outcomes than mean BP levels (1,3).Mounting evidence for BPV as an independent risk factor for cognitive decline and dementia has fueled recent interest in studying the role of BPV in interventional cohorts, where the focus is typically on treating mean BP levels.By leveraging data from cohorts with rigorously controlled mean BP levels, such as the Systolic Blood Pressure Intervention Trial (SPRINT) clinical trial (9), several new studies have sought to identify the unique contribution of BPV to brain health outcomes.These retrospective studies suggest that higher BPV measured over a period of months to years remains a risk factor for cognitive decline (10), mild cognitive impairment (MCI), probable dementia (11,12) and cerebral perfusion decline (13), despite strict control of mean BP levels.These findings are potentially important for BP management strategies relevant to brain health, given certain treatment approaches and classes of antihypertensive medications may be better than others at controlling both the mean and variability in BP levels (14)(15)(16)(17)(18).
In addition to variability over months to years, BP fluctuations can also be studied over shorter intervals, such as 24 hours, via ambulatory monitoring (7).Ambulatory monitoring captures the unique influence of the circadian rhythm on BP levels (e.g., morning surge, nighttime dip) that is strongly linked with cardiovascular health outcomes (e.g., risk for stroke and myocardial infarction) (19)(20)(21).This method has the added benefits of monitoring an individual's BP in their everyday environment (vs clinic setting) and reducing the potential for white-coat hypertension or masked hypertension (7,22).Several observational studies of BPV via ambulatory monitoring suggest links with cognitive decline (1,(23)(24)(25)(26)(27) but relationships with dementia risk remain understudied.Additionally, no prior studies have investigated whether BPV over 24 hours may relate to risk for dementia under specific antihypertensive strategies.Data linking BPV to cognitive decline under specific treatment conditions could inform BP therapeutics aimed at improving brain health, especially those planning to use emerging wearable BP technologies.To investigate this possibility, we conducted a post hoc analysis of the SPRINT trial to examine whether 24-hour BPV via ambulatory monitoring is related to dementia risk based on antihypertensive treatment type.

Participants
Data were obtained from the SPRINT trial, a publicly available deidentified dataset from the National Heart, Lung, and Blood Institute that has been described in detailed elsewhere (9,28).The present investigation was a post hoc analysis of this data.SPRINT was a multicenter randomized, controlled study cohort trial in the United States and Puerto Rico conducted between November 2010 and March 2013 investigating whether intensive BP lowering could reduce cardiovascular risk when compared to standard BP treatment.Participants were recruited from the local community and a variety of clinical settings, such as primary care, nephrology, and geriatrics.At screening, participants were ≥ 50 years old, hypertensive (systolic BP 130 mmHg -180 mmHg), and at risk for cardiovascular disease (≥1 of the following risk factors: history of cardiovascular disease, chronic kidney disease [estimated glomerular filtration rate < 60 mL/min per 1.73 m 2 ], 10-year Framingham cardiovascular disease risk ≥ 15%, ≥ 75 years of age).Participants were excluded for history of stroke, diabetes, or heart failure, residing in a nursing home, diagnosis of dementia based on medical record review, or receiving medication primarily used to treat dementia.Participants were randomized 1:1 to either standard treatment (<140 mmHg systolic BP target) or intensive treatment (<120 mmHg systolic BP target).SPRINT was approved by an Institutional Review Board at each site.All participants provided their informed consent before treatment randomization.

BP assessment
As previously reported (21), a subset of SPRINT participants (897/9361) underwent 24-hour ambulatory BP monitoring using SpaceLabs Medical Model 90207 monitors and standard collection protocol (29-32) within 3 weeks of the 27-month follow-up visit.The primary aim of the ambulatory monitoring ancillary study was to evaluate the effect of clinic-based antihypertensive therapies on ambulatory BP (21).During this 24-hour period, BP was recorded every 30 minutes from the participant's non-dominant arm and the readings were not displayed.Recordings with <14 BP readings between 6:00 AM and 12:00 midnight and <6 readings between 12:00 midnight and 6:00 AM were excluded (21,29,32).Consistent with other ambulatory BP studies and to reduce the influence of wake/sleep transitions on BP (21,33) daytime BPV was calculated from BP readings collected between 9:00 AM and 9:00 PM and nighttime BPV was calculated from BP readings collected between 1:00 AM and 6:00 AM.Intraindividual BPV was calculated as the average real variability (ARV) over the 24-hour period, daytime period, and nighttime period.Identical analyses using the standard deviation (SD), coefficient of variation [CV; 100 x SD/mean], and variability independent of mean (VIM) (34) of BPV are reported in the Supplementary Materials.Pulse pressure (systolic BP -diastolic BP) variability (ARV) was also calculated.

Cognitive assessment
Participants underwent cognitive testing at study baseline and every 2 years during the planned 4-year follow-up, and study closeout if it was >1 year after the planned 4-year follow-up (9) (36) and probable dementia (37) were used, as previously reported (38).

Data availability statement
All data are available through the SPRINT group.

Statistical analysis
We used Cox proportional hazards models to examine the potential effects of ambulatory BPV (24-hour, daytime, nighttime ARV) on the rate of cognitive outcomes under

BPV
As shown in Table 2 and Figure 1 No systolic BPV metric (24-hour, daytime, nighttime) was related to risk for MCI (p's = 0.074 -0.551).Findings using the SD, CV, and VIM indices of BPV were consistent in direction, but were no longer significant (p's = .065-.072) (Supplementary Table 1).Diastolic BPV was not significantly associated with cognitive outcomes (Supplementary Table 2).

Mean BP
As shown in Table 3, mean systolic BP over any time period (24-hour, daytime, nighttime) was not associated with risk for probable dementia or MCI in either treatment group (p's = 0.116 -630).

Pulse pressure variability
Higher daytime pulse pressure variability was associated with increased risk for probable dementia in the standard group (HR: 1.64 [95% CI 1.05, 2.56], p = 0.029) but not in the intensive group (HR: 0.98 [95% CI 0.66, 1.46], p = 0.931) (Supplementary Table 3).24-hour and nighttime pulse pressure variability were not significantly related to risk for probable dementia in either treatment group (p's = 0.055 -0.976).Pulse pressure variability was not significantly associated with risk for MCI under intensive (p's = 0.528 -0.930) or standard (p's = 0.088 -0.856) treatment.

Interactions with sex and race
Interactions between BPV and 1) sex and 2) race on cognitive outcomes were all non-significant (p's = 0.130 -0.999) (Supplementary Table 4).

Discussion
The present study was the first to examine ambulatory BPV and cognitive outcomes in the SPRINT dataset.In this post hoc analysis of the SPRINT trial, higher systolic BPV over 24 hours remains a risk factor for probable dementia despite strictly controlled mean BP levels, particularly in the context of standard BP lowering treatment.Additionally, daytime systolic BPV, but not nighttime BPV, was reduced in the intensive treatment group and was predictive of probable dementia in the standard treatment group.The present findings add information about clinical diagnosis to previous observational studies linking BPV via ambulatory monitoring to cognitive decline typically measured with single tests of cognition (1,(23)(24)(25)(26)(27).Additionally, the current study used data from a cohort with rigorously controlled mean BP levels, which enabled us to assess the contribution of BPV vs mean BP to dementia risk at a level not typically available in observational cohorts.Findings are consistent with prior observational (1) and interventional (11) work examining BPV over months to years and offer new evidence that BP fluctuations captured over 24 hours via ambulatory monitoring may also be an emerging vascular risk factor associated with cognitive impairment, cognitive decline, and dementia.More studies using this relatively newer method to measure BPV in other interventional cohorts are warranted to replicate these findings.
Associations between ambulatory BPV and dementia risk were observed only in the standard treatment group.It has been hypothesized that, compared to standard lowering of mean BP, intensive lowering mitigates the effects of BPV that are strongly linked with dementia risk in observational cohorts with varied BP control (1).However, other SPRINT studies on BPV measured over a period of months to years have found associations with cognitive outcomes in one or both treatment groups (10)(11)(12).Additionally, these SPRINT studies reported links with MCI (11,12).Although the current study on ambulatory BPV did not identify an association with MCI, the hazard ratio for probable dementia under standard treatment in the current study of 24-hour ambulatory BPV (2.56) was greater than the hazard ratio (2.4) in a previous SPRINT study of BPV over years (12).24-hour and daytime BPV was related to dementia risk in the standard treatment group, whereas nighttime BPV was not associated with dementia risk in either group.There are few observational studies on ambulatory BPV and cognitive impairment/decline (1,42), and only one that directly compares 24-hour vs daytime vs nighttime BPV (25).Our findings with daytime BPV and not nighttime BPV are consistent with the study by McDonald et al., on relationships with cognitive decline.BP levels typically undergo dramatic changes during sleep (e.g., nighttime dip, morning surge) due to the influence of the circadian rhythm (7).It is therefore interesting that the associations with cognition in the present study and the study by McDonald et al., were different between daytime and nighttime BPV.
Despite a growing literature linking BPV to poor cerebrovascular health and dementia (3,5,6), the causes and consequences of BP fluctuations are still under investigation.Some have hypothesized that large variations in BP, regardless of mean BP levels or the time period of variation measured, may pose a risk to the health and function of the cerebral arteries by way of mechanical injury to the cerebrovascular compartments (5)(6)(7)43), or triggering transcriptomic changes in endothelial cells through mechanoreceptors on their surface (44) that support neurovascular unit functioning (45).Several studies support this possibility and suggest that higher BPV is associated with markers of cerebrovascular disease (5,6,46,47) and dysfunction (48,49), which may ultimately contribute to cognitive impairment, cognitive decline, and dementia risk (45,50).The current analysis did not directly address the potentially moderating effect of cerebrovascular disease, but a recent SPRINT study indicates that higher BPV over months, even with strictly controlled mean BP, is associated with cerebral perfusion decline in brain regions critical to cognitive function and vulnerable to Alzheimer 's disease (13).Although SPRINT ascertained adjudicated clinical outcomes for MCI and probable dementia, neuropathological information was not collected to confirm underlying pathologies.Prior observational work suggests elevated BPV, via ambulatory monitoring or other methods, is associated with Alzheimer's disease and/or vascular disease process confirmed with plasma (51) cerebral spinal fluid (52), and postmortem evaluation (46,47), but no studies to date have evaluated these associations under specific treatment conditions.Importantly, SPRINT participants had high vascular risk, which could increase the likelihood of comorbid vascular disease and Alzheimer's disease.Future work that can elucidate underlying mechanisms and pathologies may have therapeutic implications for targeted dementia prevention.It is also important to note that underlying mechanisms driving BP fluctuations over shorter intervals -such as 24-hours in the present study -may be different from those driving fluctuations over longer intervals.For example, short-term fluctuations may reflect processes including baroreflex sensitivity, circadian rhythm, and emotional factors, whereas BPV over longer time intervals may be more related to arterial stiffening and adherence to antihypertensive therapies (7).Of course, it is expected that some of these mechanisms are shared across time intervals of BPV, and more research will help pinpoint specific therapeutic targets.Much of the work linking BPV to dementia risk has relied on mid-to long-term BPV (1,42).Recent SPRINT post hoc analyses using clinicbased BPV measured over longer time intervals reported links with dementia risk in both the standard and intensive treatment groups (11,12), whereas the present study using 24-hour BPV via ambulatory monitoring only found associations in the standard treatment group.The SPRINT trial was designed to treat clinic-based BP, and it is possible that different underlying mechanisms for short-and long-term BPV may be involved.Understanding mechanisms linking short-term BPV to dementia risk could add additional pharmacological and non-pharmacological targets for dementia prevention.
Interestingly, studies of BPV and brain health, including the present investigation, consistently report null or much weaker associations with mean BP levels (1,6,47), despite it being the overwhelming focus in current BP treatment strategies.This highlights the possibility that controlling BPV may require distinct interventions beyond standard approaches to BP control.Some evidence suggests differential antihypertensive class effects on BPV and risk for stroke (14,15) and other cardiovascular events (17), and a recent study indicated this difference may also relate to dementia risk (16).Specifically, calcium-channel blockers may be superior in lowering both the mean and variability in BP levels (14,(16)(17)(18)53).This finding is potentially important for translating BPV research into clinical practice since calcium-channel blockers are often recommended as firstline antihypertensives (18).Certainly, more research on class effects is needed, but this accumulating evidence has generated considerable discussion on how best to treat BPV (in addition to treating mean BP levels) and is in line with the current interest in precision-medicine approaches to care.
Rather than waiting months to years to accumulate BP recordings to calculate BPV, ambulatory BP monitoring may enable scientists and clinicians to estimate BPV in a matter of 24 hours and accelerate individualized treatment planning goals.Although ambulatory BP monitoring is not currently ubiquitous in clinical settings, more care sites and clinical trials may utilize this approach in the future (54).Ambulatory BP monitoring has the advantages of measuring BP in one's everyday environment, which may reduce the likelihood of a whitecoat effect or masked hypertension, and assessing the influence of circadian rhythms on BP.Recent advances in wearable BP technologies that make data collection more tolerable and accurate and the growing appetite for big data on various health metrics may also further promote this method.Additionally, the United States Preventative Services Task Force and the American College of Cardiology/American Heart Association made a grade A recommendation to use ambulatory BP monitoring to confirm a diagnosis of hypertension determined through standard office measurement, before initiating BP treatment (55)(56)(57).The present study captured 24-hour BPV via ambulatory monitoring well after initiating either intensive or standard lowering of mean BP -an average of 27 months after treatment randomizationand associations with dementia risk were still observed in a trial that was terminated early for cardiovascular benefit finding (58).The impact of BP therapies on cognition may take much longer to emerge than cardiovascular outcomes (35) and considering how to manage BPV at the outset of treatment may also benefit brain health.Of course, the SPRINT trial was not specifically focused on BPV -or ambulatory BP monitoring or cognitive outcomes -but future clinical trials that are may be interested in these approach considerations.
Findings provide novel evidence of a relationship between ambulatory BPV and clinical diagnosis and add to prior work relating to impairment and decline in typically single tests of cognition (1).The study is further strengthened by the use of data from an interventional cohort with rigorously controlled mean BP levels in terms of treatment initiation, dosing, titration, and adherence.Furthermore, the sample size is much larger than existing observational studies on ambulatory BP monitoring and cognitive outcomes (1).Additionally, the present investigation calculated BPV from ambulatory BP monitoring over just 24 hours and findings are consistent with previous studies measuring BPV over longer time periods (1,3).SPRINT participants were diverse in terms of race and ethnicity, level of education, and geographical location, which increases generalizability of findings and demonstrates the feasibility, accessibility, and utility of BPV via ambulatory monitoring as a vascular measure linked to dementia risk.There are several study limitations worth noting.The BPV field is still emerging and standardized methods are not yet fully established (54).Ambulatory BP monitoring is also a relatively newer method to capture BPV when compared to standard office measurement and technological advances will likely promote more widespread use.Despite this fact, numerous studies using various BP collection methods provide compelling evidence that BPV may contribute to dementia risk in ways that are distinct from traditionally studied mean BP levels.Interestingly, associations with variability in more well-studied pulse pressure were similar to findings with BPV, albeit less robust (e.g., HR = 2.56 for 24-hour BPV and HR = 1.53 for daytime BPV vs HR = 1.89 for 24-hour pulse pressure variability and HR = 1.64 for daytime pulse pressure variability).This further highlights the possibly unique role that fluctuations in BP may play in brain health.As previously noted, we did not assess potential antihypertensive class effects.Studies with larger samples adequately powered to do so may enhance our understanding of BP therapeutics aimed at improving brain health.Although SPRINT participants were well characterized in terms of vascular factors, less is known about the cohort's neuropathological burden.BP intervention trials that obtain this type of information have the potential to elucidate growing links between vascular factors and dementia risk (45,50,59,60).Finally, the current study is limited by the fact that it is a post hoc analysis of an intervention trial focused on lowering mean BP levels.BP clinical trials and therapies that can address both the mean and variability in BP levels are warranted and may have therapeutic potential for reducing dementia risk.

Conclusions
Higher systolic 24-hour and daytime BPV via ambulatory monitoring is associated with risk for dementia under standard BP treatment.Findings add to prior observational and interventional work studying BPV using various methods and highlight that BPV remains a risk for cognitive decline and dementia despite strict control of mean BP levels.

Figure 1 .
Figure 1.Higher 24-hour systolic BPV via ambulatory monitoring is associated with increased risk for probable dementia in the standard treatment group

Table 1 .
Baseline clinical and demographic information (41)s and SDs shown unless otherwise indicated; Bolded items indicate significant difference between treatment groups; *Number of valid BP readings over specified time period; Abbreviations: ARV = average real variability; BP = blood pressure; BMI = body mass index; FRS = Framingham Risk Score intensive vs standard BP lowering, with adjustment for age, sex, education, race/ethnicity, and mean BP over the same 24-hour/daytime/nighttime period.Results using the SD, CV, and VIM of systolic BPV are reported in the Supplementary Materials.We focused our analyses on systolic BP given the focus of lowering systolic BP 40)) (Supplementary Materials).Sensitivity analyses additionally controlled for history of atrial fibrillation.The no cognitive impairment group was set as the reference group among the three adjudicated clinical outcomes.Participants classified with an adjudicated clinical outcome before undergoing ambulatory BP monitoring were excluded in the present analysis (n = 99).All analyses were 2-tailed with significance set at p < .05 and were carried out in R(41).

Table 1 ,
compared to participants in the standard group, participants in the intensive group had lower 24-hour mean BP, 24-hour BPV, daytime mean BP, daytime BPV, and nighttime mean BP (p's = <0.001-

Table 2 .
Model estimates (adjusted hazard ratios [95% CI]) of ambulatory systolic BPV predicting cognitive outcomes Beta (ß) and 95% confidence intervals shown unless otherwise indicated; Bolded items indicate ambulatory systolic BPV is significantly associated with risk for specified cognitive outcome; Models adjusted for age, sex, education, race/ethnicity, and mean systolic BP over the same 24-hour/daytime/nighttime period; Abbreviations: HR = hazard ratio; BPV = blood pressure variability; BP = blood pressure; MCI = mild cognitive impairment